College production summary feeding the v3.0 similarity vector. The engine weights these features against the prospect corpus (2000–present) to build the comp grid below.
Historical college players whose production curves most closely match Malik Willis. Hit-label colouring tags each comp's eventual NFL outcome: elite, starter, bust, unknown (still developing or never reached the NFL). Click an NFL name to jump to its veteran page when available.
| College player | School | Class | Similarity | NFL outcome | NFL career | Career fp | Peak3 fp/g | Seasons |
|---|---|---|---|---|---|---|---|---|
| Jaren Hall | BYU | 2023 | 0.798 | unknown | Jaren Hall | 2 | 0.7 | 1 |
| C.J. Stroud | Notre Dame | 2023 | 0.765 | starter | C.J. Stroud | 834 | 17.2 | 4 |
| Jett Duffey | Texas Tech | 2020 | 0.537 | unknown | Jett Duffey | — | — | — |
| Matt Leinart | USC | 2006 | 0.500 | unknown | Matt Leinart | 195 | 6.8 | 6 |
| Bryce Young | Alabama | 2023 | 0.495 | starter | Bryce Young | 696 | 15.2 | 4 |
| Todd Reesing | Kansas | 2010 | 0.487 | unknown | Todd Reesing | — | — | — |
| Andrew Luck | Stanford | 2012 | 0.483 | elite | Andrew Luck | 1687 | 21.0 | 6 |
| Connor Shaw | South Carolina | 2014 | 0.475 | unknown | Connor Shaw | 4 | 4.0 | 1 |
| Jared Goff | California | 2016 | 0.470 | elite | Jared Goff | 2638 | 19.6 | 11 |
| Chase Daniel | Missouri | 2009 | 0.460 | unknown | Chase Daniel | 108 | 6.7 | 13 |
| Josh Rosen | UCLA | 2018 | 0.455 | bust | Josh Rosen | 128 | 3.5 | 3 |
| Trevor Lawrence | Clemson | 2021 | 0.452 | elite | Trevor Lawrence | 1388 | 18.6 | 6 |
| Daniel Jones | Duke | 2019 | 0.449 | starter | Daniel Jones | 1341 | 17.3 | 8 |
| Taylor Kelly | Arizona State | 2015 | 0.443 | unknown | Taylor Kelly | — | — | — |
| Will Rogers | Mississippi State | 2022 | 0.438 | unknown | Will Rogers | — | — | — |
| Brendan Sorsby | Cincinnati | 2026 | 0.432 | unknown | Brendan Sorsby | — | — | — |
| Steven Angeli | Syracuse | 2026 | 0.429 | unknown | Steven Angeli | — | — | — |
| Kellen Clemens | Oregon | 2006 | 0.422 | unknown | Kellen Clemens | 215 | 9.6 | 12 |
| Tua Tagovailoa | Alabama | 2020 | 0.416 | starter | Tua Tagovailoa | 1159 | 16.7 | 7 |
| Terrelle Pryor | Ohio State | 2011 | 0.413 | unknown | Terrelle Pryor | — | — | — |
| Kliff Kingsbury | Texas Tech | 2003 | 0.405 | unknown | Kliff Kingsbury | 1 | 0.7 | 1 |
| Jerrod Johnson | Texas A&M; | 2011 | 0.405 | unknown | Jerrod Johnson | — | — | — |
| John Mateer | Oklahoma | 2026 | 0.396 | unknown | John Mateer | — | — | — |
| Jayden de Laura | Arizona | 2023 | 0.393 | unknown | Jayden de Laura | — | — | — |
| Reggie McNeal | Texas A&M; | 2006 | 0.391 | unknown | Reggie McNeal | — | — | — |
Methodology details: v3.0 prospect engine — PR 3 similarity, PR 4 projection, PR 5 back-test.